Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 8640 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.7 MiB |
| Average record size in memory | 208.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 25 |
T_ext is highly correlated with T_int and 4 other fields | High correlation |
T_int is highly correlated with T_ext and 5 other fields | High correlation |
BIPVT_outletT is highly correlated with T_ext and 6 other fields | High correlation |
BIPVT_dT is highly correlated with BIPVT_heat and 4 other fields | High correlation |
BIPVT_heat is highly correlated with BIPVT_outletT and 6 other fields | High correlation |
geo_heat is highly correlated with heating_total and 5 other fields | High correlation |
heating_total is highly correlated with geo_heat and 5 other fields | High correlation |
cooling_total is highly correlated with cooling_slab_ratio | High correlation |
window_state is highly correlated with T_ext and 4 other fields | High correlation |
heating_slab_ratio is highly correlated with Q_slab_heating and 1 other fields | High correlation |
cooling_slab_ratio is highly correlated with cooling_total | High correlation |
T_slab is highly correlated with T_int and 2 other fields | High correlation |
T_room_air_over_slab is highly correlated with T_ext and 5 other fields | High correlation |
T_room_air_no_slab is highly correlated with T_ext and 5 other fields | High correlation |
cons is highly correlated with geo_heat and 9 other fields | High correlation |
prod is highly correlated with BIPVT_outletT and 6 other fields | High correlation |
cons_noHVAC is highly correlated with cons | High correlation |
Q_slab_heating is highly correlated with geo_heat and 6 other fields | High correlation |
Q_slab is highly correlated with geo_heat and 6 other fields | High correlation |
Q_rest_heating is highly correlated with geo_heat and 5 other fields | High correlation |
Q_rest is highly correlated with geo_heat and 5 other fields | High correlation |
DNI is highly correlated with BIPVT_dT and 5 other fields | High correlation |
GHI is highly correlated with BIPVT_dT and 6 other fields | High correlation |
DHI is highly correlated with BIPVT_heat and 5 other fields | High correlation |
solar_projected_PV is highly correlated with BIPVT_dT and 6 other fields | High correlation |
T_ext is highly correlated with T_int and 5 other fields | High correlation |
T_int is highly correlated with T_ext and 5 other fields | High correlation |
BIPVT_outletT is highly correlated with T_ext and 10 other fields | High correlation |
BIPVT_dT is highly correlated with BIPVT_outletT and 6 other fields | High correlation |
BIPVT_heat is highly correlated with BIPVT_outletT and 8 other fields | High correlation |
geo_heat is highly correlated with heating_total and 5 other fields | High correlation |
heating_total is highly correlated with geo_heat and 5 other fields | High correlation |
cooling_total is highly correlated with cooling_slab_ratio | High correlation |
window_state is highly correlated with T_ext and 4 other fields | High correlation |
cooling_slab_ratio is highly correlated with BIPVT_dT and 2 other fields | High correlation |
T_slab is highly correlated with T_ext and 4 other fields | High correlation |
T_room_air_over_slab is highly correlated with T_ext and 6 other fields | High correlation |
T_room_air_no_slab is highly correlated with T_ext and 5 other fields | High correlation |
cons is highly correlated with geo_heat and 6 other fields | High correlation |
prod is highly correlated with BIPVT_outletT and 6 other fields | High correlation |
cons_noHVAC is highly correlated with cons | High correlation |
Q_slab_heating is highly correlated with geo_heat and 5 other fields | High correlation |
Q_slab is highly correlated with geo_heat and 5 other fields | High correlation |
Q_rest_heating is highly correlated with geo_heat and 5 other fields | High correlation |
Q_rest is highly correlated with geo_heat and 5 other fields | High correlation |
DNI is highly correlated with BIPVT_dT and 4 other fields | High correlation |
GHI is highly correlated with BIPVT_outletT and 6 other fields | High correlation |
DHI is highly correlated with BIPVT_heat and 3 other fields | High correlation |
solar_projected_PV is highly correlated with BIPVT_outletT and 6 other fields | High correlation |
T_ext is highly correlated with T_int and 2 other fields | High correlation |
T_int is highly correlated with T_ext and 4 other fields | High correlation |
BIPVT_outletT is highly correlated with T_ext and 3 other fields | High correlation |
BIPVT_dT is highly correlated with BIPVT_heat | High correlation |
BIPVT_heat is highly correlated with BIPVT_dT and 5 other fields | High correlation |
geo_heat is highly correlated with heating_total and 5 other fields | High correlation |
heating_total is highly correlated with geo_heat and 5 other fields | High correlation |
cooling_total is highly correlated with cooling_slab_ratio | High correlation |
cooling_slab_ratio is highly correlated with cooling_total | High correlation |
T_slab is highly correlated with T_int and 2 other fields | High correlation |
T_room_air_over_slab is highly correlated with T_int and 3 other fields | High correlation |
T_room_air_no_slab is highly correlated with T_ext and 4 other fields | High correlation |
cons is highly correlated with geo_heat and 5 other fields | High correlation |
prod is highly correlated with BIPVT_heat and 4 other fields | High correlation |
Q_slab_heating is highly correlated with geo_heat and 5 other fields | High correlation |
Q_slab is highly correlated with geo_heat and 5 other fields | High correlation |
Q_rest_heating is highly correlated with geo_heat and 5 other fields | High correlation |
Q_rest is highly correlated with geo_heat and 5 other fields | High correlation |
DNI is highly correlated with BIPVT_heat and 4 other fields | High correlation |
GHI is highly correlated with BIPVT_heat and 4 other fields | High correlation |
DHI is highly correlated with BIPVT_heat and 4 other fields | High correlation |
solar_projected_PV is highly correlated with BIPVT_heat and 4 other fields | High correlation |
T_ext is highly correlated with T_int and 7 other fields | High correlation |
T_int is highly correlated with T_ext and 18 other fields | High correlation |
BIPVT_outletT is highly correlated with T_ext and 15 other fields | High correlation |
BIPVT_dT is highly correlated with T_int and 9 other fields | High correlation |
BIPVT_heat is highly correlated with T_int and 10 other fields | High correlation |
geo_heat is highly correlated with T_ext and 12 other fields | High correlation |
heating_total is highly correlated with T_int and 11 other fields | High correlation |
cooling_total is highly correlated with T_int and 4 other fields | High correlation |
window_state is highly correlated with T_ext and 10 other fields | High correlation |
heating_slab_ratio is highly correlated with T_ext and 13 other fields | High correlation |
cooling_slab_ratio is highly correlated with T_int and 10 other fields | High correlation |
T_slab is highly correlated with T_ext and 10 other fields | High correlation |
T_room_air_over_slab is highly correlated with T_ext and 19 other fields | High correlation |
T_room_air_no_slab is highly correlated with T_ext and 15 other fields | High correlation |
cons is highly correlated with T_int and 12 other fields | High correlation |
prod is highly correlated with BIPVT_outletT and 8 other fields | High correlation |
cons_noHVAC is highly correlated with T_int and 3 other fields | High correlation |
Q_slab_heating is highly correlated with T_int and 9 other fields | High correlation |
Q_slab is highly correlated with T_int and 9 other fields | High correlation |
Q_rest_heating is highly correlated with T_int and 11 other fields | High correlation |
Q_rest is highly correlated with T_int and 11 other fields | High correlation |
DNI is highly correlated with BIPVT_outletT and 7 other fields | High correlation |
GHI is highly correlated with BIPVT_outletT and 8 other fields | High correlation |
DHI is highly correlated with BIPVT_outletT and 7 other fields | High correlation |
solar_projected_PV is highly correlated with BIPVT_outletT and 7 other fields | High correlation |
window_state is uniformly distributed | Uniform |
Datetime has unique values | Unique |
window_state has unique values | Unique |
T_room_air_no_slab has unique values | Unique |
BIPVT_heat has 5829 (67.5%) zeros | Zeros |
heating_total has 152 (1.8%) zeros | Zeros |
cooling_total has 8221 (95.2%) zeros | Zeros |
heating_slab_ratio has 656 (7.6%) zeros | Zeros |
cooling_slab_ratio has 8159 (94.4%) zeros | Zeros |
prod has 5421 (62.7%) zeros | Zeros |
Q_slab_heating has 706 (8.2%) zeros | Zeros |
Q_slab has 615 (7.1%) zeros | Zeros |
Q_rest_heating has 152 (1.8%) zeros | Zeros |
Q_rest has 133 (1.5%) zeros | Zeros |
DNI has 6088 (70.5%) zeros | Zeros |
GHI has 4770 (55.2%) zeros | Zeros |
DHI has 4767 (55.2%) zeros | Zeros |
solar_projected_PV has 4739 (54.8%) zeros | Zeros |
Reproduction
| Analysis started | 2022-03-30 17:14:34.267064 |
|---|---|
| Analysis finished | 2022-03-30 17:15:11.520196 |
| Duration | 37.25 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 8640 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.6 KiB |
| Minimum | 2018-01-01 00:00:00 |
|---|---|
| Maximum | 2018-03-31 23:45:00 |
| Distinct | 8602 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.792727486 |
| Minimum | -24.472 |
|---|---|
| Maximum | 10.9368 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6144 |
| Negative (%) | 71.1% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | -24.472 |
|---|---|
| 5-th percentile | -18.263685 |
| Q1 | -9.6592375 |
| median | -3.421715 |
| Q3 | 0.6264055 |
| 95-th percentile | 4.8676 |
| Maximum | 10.9368 |
| Range | 35.4088 |
| Interquartile range (IQR) | 10.285643 |
Descriptive statistics
| Standard deviation | 7.204247442 |
|---|---|
| Coefficient of variation (CV) | -1.503162336 |
| Kurtosis | -0.2721184933 |
| Mean | -4.792727486 |
| Median Absolute Deviation (MAD) | 4.940175 |
| Skewness | -0.5661264088 |
| Sum | -41409.16548 |
| Variance | 51.90118121 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.10665 | 3 | < 0.1% |
| -3.41063 | 2 | < 0.1% |
| -3.00982 | 2 | < 0.1% |
| 1.62918 | 2 | < 0.1% |
| -14.2969 | 2 | < 0.1% |
| 2.17874 | 2 | < 0.1% |
| -2.61762 | 2 | < 0.1% |
| -12.7085 | 2 | < 0.1% |
| -10.945 | 2 | < 0.1% |
| -14.0635 | 2 | < 0.1% |
| Other values (8592) | 8619 |
| Value | Count | Frequency (%) |
| -24.472 | 1 | |
| -24.2663 | 1 | |
| -24.2223 | 1 | |
| -24.2134 | 1 | |
| -24.2127 | 1 | |
| -24.1285 | 1 | |
| -24.1043 | 1 | |
| -24.0731 | 1 | |
| -24.0729 | 1 | |
| -24.0707 | 1 |
| Value | Count | Frequency (%) |
| 10.9368 | 1 | |
| 10.738 | 1 | |
| 10.4979 | 1 | |
| 10.4924 | 1 | |
| 10.0623 | 1 | |
| 9.99675 | 1 | |
| 9.86958 | 1 | |
| 9.84658 | 1 | |
| 9.78746 | 1 | |
| 9.74143 | 1 |
| Distinct | 7677 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.84396134 |
| Minimum | 17.5971 |
|---|---|
| Maximum | 23.2075 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 17.5971 |
|---|---|
| 5-th percentile | 18.92918 |
| Q1 | 20.19865 |
| median | 20.9307 |
| Q3 | 21.606525 |
| 95-th percentile | 22.383925 |
| Maximum | 23.2075 |
| Range | 5.6104 |
| Interquartile range (IQR) | 1.407875 |
Descriptive statistics
| Standard deviation | 1.034490358 |
|---|---|
| Coefficient of variation (CV) | 0.04963021858 |
| Kurtosis | 0.1147397334 |
| Mean | 20.84396134 |
| Median Absolute Deviation (MAD) | 0.69725 |
| Skewness | -0.5265581843 |
| Sum | 180091.826 |
| Variance | 1.0701703 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.176 | 4 | < 0.1% |
| 19.7242 | 4 | < 0.1% |
| 21.0869 | 4 | < 0.1% |
| 20.5274 | 3 | < 0.1% |
| 21.294 | 3 | < 0.1% |
| 21.6686 | 3 | < 0.1% |
| 21.6051 | 3 | < 0.1% |
| 21.4353 | 3 | < 0.1% |
| 21.1736 | 3 | < 0.1% |
| 21.1232 | 3 | < 0.1% |
| Other values (7667) | 8607 |
| Value | Count | Frequency (%) |
| 17.5971 | 1 | |
| 17.5984 | 1 | |
| 17.6025 | 1 | |
| 17.6224 | 1 | |
| 17.6244 | 1 | |
| 17.6342 | 1 | |
| 17.6396 | 1 | |
| 17.6591 | 1 | |
| 17.664 | 1 | |
| 17.6671 | 1 |
| Value | Count | Frequency (%) |
| 23.2075 | 1 | |
| 23.1704 | 1 | |
| 23.152 | 1 | |
| 23.1514 | 1 | |
| 23.1276 | 1 | |
| 23.117 | 1 | |
| 23.0831 | 1 | |
| 23.0509 | 1 | |
| 23.034 | 1 | |
| 23.0278 | 1 |
| Distinct | 4317 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4651072052 |
| Minimum | -21.294 |
|---|---|
| Maximum | 33.2042 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3959 |
| Negative (%) | 45.8% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | -21.294 |
|---|---|
| 5-th percentile | -13.939455 |
| Q1 | -5.65258 |
| median | 0.75148 |
| Q3 | 4.63898 |
| 95-th percentile | 18.67218 |
| Maximum | 33.2042 |
| Range | 54.4982 |
| Interquartile range (IQR) | 10.29156 |
Descriptive statistics
| Standard deviation | 9.144518318 |
|---|---|
| Coefficient of variation (CV) | 19.66109795 |
| Kurtosis | 0.6872126743 |
| Mean | 0.4651072052 |
| Median Absolute Deviation (MAD) | 4.908905 |
| Skewness | 0.4336048934 |
| Sum | 4018.526253 |
| Variance | 83.62221527 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.71435 | 19 | 0.2% |
| 3.80398 | 17 | 0.2% |
| 0.99246 | 16 | 0.2% |
| 1.287 | 16 | 0.2% |
| 2.41161 | 16 | 0.2% |
| 3.96065 | 16 | 0.2% |
| 4.16164 | 16 | 0.2% |
| 0.51049 | 15 | 0.2% |
| 4.01089 | 15 | 0.2% |
| 0.00174 | 15 | 0.2% |
| Other values (4307) | 8479 |
| Value | Count | Frequency (%) |
| -21.294 | 1 | |
| -21.078 | 1 | |
| -20.7532 | 1 | |
| -20.6717 | 1 | |
| -20.5183 | 1 | |
| -20.5001 | 1 | |
| -20.4671 | 1 | |
| -20.4241 | 1 | |
| -20.3725 | 1 | |
| -20.3094 | 1 |
| Value | Count | Frequency (%) |
| 33.2042 | 1 | |
| 33.0855 | 1 | |
| 32.8938 | 1 | |
| 32.8731 | 1 | |
| 32.5058 | 2 | |
| 32.3247 | 1 | |
| 32.273 | 1 | |
| 31.9625 | 1 | |
| 31.9367 | 1 | |
| 31.8332 | 1 |
| Distinct | 8609 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.257834691 |
| Minimum | -0.44238 |
|---|---|
| Maximum | 29.98461 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8 |
| Negative (%) | 0.1% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | -0.44238 |
|---|---|
| 5-th percentile | 1.658103 |
| Q1 | 2.4172945 |
| median | 3.21013 |
| Q3 | 5.56366 |
| 95-th percentile | 18.3738345 |
| Maximum | 29.98461 |
| Range | 30.42699 |
| Interquartile range (IQR) | 3.1463655 |
Descriptive statistics
| Standard deviation | 5.101538315 |
|---|---|
| Coefficient of variation (CV) | 0.9702736229 |
| Kurtosis | 5.011549387 |
| Mean | 5.257834691 |
| Median Absolute Deviation (MAD) | 1.0250735 |
| Skewness | 2.302267829 |
| Sum | 45427.69173 |
| Variance | 26.02569318 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.58925 | 2 | < 0.1% |
| 4.2006 | 2 | < 0.1% |
| 2.13775 | 2 | < 0.1% |
| 2.13411 | 2 | < 0.1% |
| 2.904551 | 2 | < 0.1% |
| 3.5502 | 2 | < 0.1% |
| 2.19847 | 2 | < 0.1% |
| 4.0967 | 2 | < 0.1% |
| 2.51351 | 2 | < 0.1% |
| 2.75927 | 2 | < 0.1% |
| Other values (8599) | 8620 |
| Value | Count | Frequency (%) |
| -0.44238 | 1 | |
| -0.43814 | 1 | |
| -0.30848 | 1 | |
| -0.08103 | 1 | |
| -0.05964 | 1 | |
| -0.04726 | 1 | |
| -0.03513 | 1 | |
| -0.008567 | 1 | |
| 0.00435 | 1 | |
| 0.15735 | 1 |
| Value | Count | Frequency (%) |
| 29.98461 | 1 | |
| 29.96079 | 1 | |
| 29.74388 | 1 | |
| 29.2702 | 1 | |
| 29.19145 | 1 | |
| 29.09977 | 1 | |
| 29.07275 | 1 | |
| 28.94397 | 1 | |
| 28.7809 | 1 | |
| 28.67294 | 1 |
| Distinct | 2812 |
|---|---|
| Distinct (%) | 32.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9368148 |
| Minimum | -0.2431553461 |
|---|---|
| Maximum | 36.35643939 |
| Zeros | 5829 |
| Zeros (%) | 67.5% |
| Negative | 8 |
| Negative (%) | 0.1% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | -0.2431553461 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.149817994 |
| 95-th percentile | 10.9310382 |
| Maximum | 36.35643939 |
| Range | 36.59959473 |
| Interquartile range (IQR) | 2.149817994 |
Descriptive statistics
| Standard deviation | 4.15797474 |
|---|---|
| Coefficient of variation (CV) | 2.146810702 |
| Kurtosis | 11.53050685 |
| Mean | 1.9368148 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.110833682 |
| Sum | 16734.07987 |
| Variance | 17.28875394 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5829 | |
| 2.27691473 | 1 | < 0.1% |
| 2.378139864 | 1 | < 0.1% |
| 2.35357039 | 1 | < 0.1% |
| 2.161600349 | 1 | < 0.1% |
| 2.057305405 | 1 | < 0.1% |
| 2.045119605 | 1 | < 0.1% |
| 2.006228931 | 1 | < 0.1% |
| 2.076045263 | 1 | < 0.1% |
| 2.208906206 | 1 | < 0.1% |
| Other values (2802) | 2802 |
| Value | Count | Frequency (%) |
| -0.2431553461 | 1 | < 0.1% |
| -0.2408248188 | 1 | < 0.1% |
| -0.1695568542 | 1 | < 0.1% |
| -0.04453835548 | 1 | < 0.1% |
| -0.03278128496 | 1 | < 0.1% |
| -0.02597658497 | 1 | < 0.1% |
| -0.01930929813 | 1 | < 0.1% |
| -0.004708874384 | 1 | < 0.1% |
| 0 | 5829 | |
| 0.002390989094 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 36.35643939 | 1 | |
| 33.68444757 | 1 | |
| 33.57826015 | 1 | |
| 33.02762263 | 1 | |
| 32.47603432 | 1 | |
| 32.21148045 | 1 | |
| 31.85281469 | 1 | |
| 30.53369181 | 1 | |
| 29.97047029 | 1 | |
| 29.92479387 | 1 |
| Distinct | 8555 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -24.4349891 |
| Minimum | -96.62164936 |
|---|---|
| Maximum | 12.44983683 |
| Zeros | 70 |
| Zeros (%) | 0.8% |
| Negative | 6578 |
| Negative (%) | 76.1% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | -96.62164936 |
|---|---|
| 5-th percentile | -75.11178051 |
| Q1 | -39.54329731 |
| median | -14.91677613 |
| Q3 | -2.828046736 |
| 95-th percentile | 4.714932094 |
| Maximum | 12.44983683 |
| Range | 109.0714862 |
| Interquartile range (IQR) | 36.71525058 |
Descriptive statistics
| Standard deviation | 24.39128982 |
|---|---|
| Coefficient of variation (CV) | -0.9982116104 |
| Kurtosis | -0.5884400655 |
| Mean | -24.4349891 |
| Median Absolute Deviation (MAD) | 19.51920393 |
| Skewness | -0.5705375846 |
| Sum | -211118.3058 |
| Variance | 594.9350189 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0 | 70 | 0.8% |
| 4.294866613 | 3 | < 0.1% |
| 3.886701305 | 2 | < 0.1% |
| 4.268790536 | 2 | < 0.1% |
| -15.0653329 | 2 | < 0.1% |
| 4.621263902 | 2 | < 0.1% |
| -15.05327419 | 2 | < 0.1% |
| 4.268790536 | 2 | < 0.1% |
| 3.495935313 | 2 | < 0.1% |
| 4.26228575 | 2 | < 0.1% |
| Other values (8545) | 8551 |
| Value | Count | Frequency (%) |
| -96.62164936 | 1 | |
| -96.50145237 | 1 | |
| -96.31030215 | 1 | |
| -95.79953492 | 1 | |
| -95.6979709 | 1 | |
| -95.12025401 | 1 | |
| -95.1169387 | 1 | |
| -94.96944565 | 1 | |
| -94.86483828 | 1 | |
| -94.83829959 | 1 |
| Value | Count | Frequency (%) |
| 12.44983683 | 1 | |
| 8.564697818 | 1 | |
| 8.174456346 | 1 | |
| 7.667582916 | 1 | |
| 7.426017007 | 1 | |
| 7.389524874 | 1 | |
| 7.382574479 | 1 | |
| 7.305720296 | 1 | |
| 7.266402585 | 1 | |
| 7.249833153 | 1 |
heating_total
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 8482 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.14558237 |
| Minimum | 0 |
|---|---|
| Maximum | 110.4903807 |
| Zeros | 152 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.291024121 |
| Q1 | 7.612362204 |
| median | 19.34646854 |
| Q3 | 48.16989177 |
| 95-th percentile | 83.39915774 |
| Maximum | 110.4903807 |
| Range | 110.4903807 |
| Interquartile range (IQR) | 40.55752957 |
Descriptive statistics
| Standard deviation | 27.09271687 |
|---|---|
| Coefficient of variation (CV) | 0.898729258 |
| Kurtosis | -0.3577237163 |
| Mean | 30.14558237 |
| Median Absolute Deviation (MAD) | 14.77523519 |
| Skewness | 0.8875393345 |
| Sum | 260457.8317 |
| Variance | 734.0153076 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 152 | 1.8% |
| 36.03316162 | 3 | < 0.1% |
| 38.1814936 | 2 | < 0.1% |
| 38.27585706 | 2 | < 0.1% |
| 36.53279067 | 2 | < 0.1% |
| 37.30200836 | 2 | < 0.1% |
| 8.356952994 | 2 | < 0.1% |
| 38.02566763 | 1 | < 0.1% |
| 16.21898872 | 1 | < 0.1% |
| 20.11488473 | 1 | < 0.1% |
| Other values (8472) | 8472 |
| Value | Count | Frequency (%) |
| 0 | 152 | |
| 0.05401078064 | 1 | < 0.1% |
| 0.07496418437 | 1 | < 0.1% |
| 0.09670781773 | 1 | < 0.1% |
| 0.1260129655 | 1 | < 0.1% |
| 0.1270068912 | 1 | < 0.1% |
| 0.1364334211 | 1 | < 0.1% |
| 0.164754044 | 1 | < 0.1% |
| 0.2013849018 | 1 | < 0.1% |
| 0.229205399 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 110.4903807 | 1 | |
| 110.1052102 | 1 | |
| 109.9584343 | 1 | |
| 108.5909674 | 1 | |
| 108.1560298 | 1 | |
| 107.021576 | 1 | |
| 106.730386 | 1 | |
| 106.5629829 | 1 | |
| 106.3408152 | 1 | |
| 106.1138803 | 1 |
cooling_total
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 419 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0002437765143 |
| Minimum | -0.01213796114 |
|---|---|
| Maximum | 0 |
| Zeros | 8221 |
| Zeros (%) | 95.2% |
| Negative | 419 |
| Negative (%) | 4.8% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | -0.01213796114 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0.01213796114 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.001268066914 |
|---|---|
| Coefficient of variation (CV) | -5.201759972 |
| Kurtosis | 30.55118416 |
| Mean | -0.0002437765143 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -5.514760274 |
| Sum | -2.106229083 |
| Variance | 1.607993698 × 10-6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8221 | |
| -0.006232740923 | 2 | < 0.1% |
| -0.004514713755 | 1 | < 0.1% |
| -0.004980545214 | 1 | < 0.1% |
| -0.005766047714 | 1 | < 0.1% |
| -0.005787187664 | 1 | < 0.1% |
| -0.005764328197 | 1 | < 0.1% |
| -0.005721542557 | 1 | < 0.1% |
| -0.005693119945 | 1 | < 0.1% |
| -0.005596118932 | 1 | < 0.1% |
| Other values (409) | 409 | 4.7% |
| Value | Count | Frequency (%) |
| -0.01213796114 | 1 | |
| -0.01173738004 | 1 | |
| -0.01161711099 | 1 | |
| -0.01128617727 | 1 | |
| -0.01126261262 | 1 | |
| -0.01107209801 | 1 | |
| -0.01105091979 | 1 | |
| -0.01060805374 | 1 | |
| -0.01059938586 | 1 | |
| -0.01031679613 | 1 |
| Value | Count | Frequency (%) |
| 0 | 8221 | |
| -4.654051265 × 10-7 | 1 | < 0.1% |
| -3.824713529 × 10-6 | 1 | < 0.1% |
| -7.437269267 × 10-6 | 1 | < 0.1% |
| -1.230322559 × 10-5 | 1 | < 0.1% |
| -1.73427003 × 10-5 | 1 | < 0.1% |
| -1.966105972 × 10-5 | 1 | < 0.1% |
| -2.116351943 × 10-5 | 1 | < 0.1% |
| -2.753313128 × 10-5 | 1 | < 0.1% |
| -2.931266398 × 10-5 | 1 | < 0.1% |
| Distinct | 8640 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6013700313 |
| Minimum | 0.3359955766 |
|---|---|
| Maximum | 0.8667444861 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0.3359955766 |
|---|---|
| 5-th percentile | 0.3625330221 |
| Q1 | 0.468682804 |
| median | 0.6013700313 |
| Q3 | 0.7340572587 |
| 95-th percentile | 0.8402070406 |
| Maximum | 0.8667444861 |
| Range | 0.5307489095 |
| Interquartile range (IQR) | 0.2653744548 |
Descriptive statistics
| Standard deviation | 0.1532406154 |
|---|---|
| Coefficient of variation (CV) | 0.2548191752 |
| Kurtosis | -1.2 |
| Mean | 0.6013700313 |
| Median Absolute Deviation (MAD) | 0.1327025865 |
| Skewness | -4.572309354 × 10-16 |
| Sum | 5195.837071 |
| Variance | 0.0234826862 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0.3359955766 | 1 | < 0.1% |
| 0.6895619586 | 1 | < 0.1% |
| 0.6904220679 | 1 | < 0.1% |
| 0.6903606316 | 1 | < 0.1% |
| 0.6902991952 | 1 | < 0.1% |
| 0.6902377588 | 1 | < 0.1% |
| 0.6901763224 | 1 | < 0.1% |
| 0.690114886 | 1 | < 0.1% |
| 0.6900534497 | 1 | < 0.1% |
| 0.6899920133 | 1 | < 0.1% |
| Other values (8630) | 8630 |
| Value | Count | Frequency (%) |
| 0.3359955766 | 1 | |
| 0.336057013 | 1 | |
| 0.3361184493 | 1 | |
| 0.3361798857 | 1 | |
| 0.3362413221 | 1 | |
| 0.3363027585 | 1 | |
| 0.3363641949 | 1 | |
| 0.3364256313 | 1 | |
| 0.3364870676 | 1 | |
| 0.336548504 | 1 |
| Value | Count | Frequency (%) |
| 0.8667444861 | 1 | |
| 0.8666830497 | 1 | |
| 0.8666216133 | 1 | |
| 0.8665601769 | 1 | |
| 0.8664987406 | 1 | |
| 0.8664373042 | 1 | |
| 0.8663758678 | 1 | |
| 0.8663144314 | 1 | |
| 0.866252995 | 1 | |
| 0.8661915586 | 1 |
| Distinct | 7852 |
|---|---|
| Distinct (%) | 90.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2481104273 |
| Minimum | 0 |
|---|---|
| Maximum | 0.9671516879 |
| Zeros | 656 |
| Zeros (%) | 7.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1279098414 |
| median | 0.2493956074 |
| Q3 | 0.3329521761 |
| 95-th percentile | 0.5263178048 |
| Maximum | 0.9671516879 |
| Range | 0.9671516879 |
| Interquartile range (IQR) | 0.2050423346 |
Descriptive statistics
| Standard deviation | 0.1524550664 |
|---|---|
| Coefficient of variation (CV) | 0.6144645676 |
| Kurtosis | 0.09797849444 |
| Mean | 0.2481104273 |
| Median Absolute Deviation (MAD) | 0.1023870197 |
| Skewness | 0.3663971308 |
| Sum | 2143.674092 |
| Variance | 0.02324254729 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 656 | 7.6% |
| 0.1962897069 | 19 | 0.2% |
| 0.5526468877 | 13 | 0.2% |
| 0.3708797972 | 9 | 0.1% |
| 0.2671695741 | 7 | 0.1% |
| 0.2018447754 | 6 | 0.1% |
| 0.1100806048 | 5 | 0.1% |
| 0.44978353 | 4 | < 0.1% |
| 0.2023729651 | 4 | < 0.1% |
| 0.2023451545 | 4 | < 0.1% |
| Other values (7842) | 7913 |
| Value | Count | Frequency (%) |
| 0 | 656 | |
| 0.0001943318537 | 1 | < 0.1% |
| 0.0006146434652 | 1 | < 0.1% |
| 0.0007133104236 | 1 | < 0.1% |
| 0.0009349132531 | 1 | < 0.1% |
| 0.001103270823 | 1 | < 0.1% |
| 0.001106196932 | 1 | < 0.1% |
| 0.001115344858 | 1 | < 0.1% |
| 0.001174665623 | 1 | < 0.1% |
| 0.001237117582 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.9671516879 | 1 | |
| 0.9457991289 | 1 | |
| 0.8604755491 | 1 | |
| 0.8318855303 | 1 | |
| 0.8301925612 | 1 | |
| 0.8265136218 | 1 | |
| 0.8256593303 | 1 | |
| 0.817665465 | 1 | |
| 0.7708371503 | 1 | |
| 0.7676497994 | 1 |
cooling_slab_ratio
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 246 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04770012104 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 8159 |
| Zeros (%) | 94.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.5764444399 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2220712495 |
|---|---|
| Coefficient of variation (CV) | 4.655569936 |
| Kurtosis | 36.32875491 |
| Mean | 0.04770012104 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.663692533 |
| Sum | 412.1290458 |
| Variance | 0.04931563984 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8159 | |
| 0.5992406569 | 164 | 1.9% |
| 2 | 24 | 0.3% |
| 0.3477199129 | 11 | 0.1% |
| 0.5592833284 | 8 | 0.1% |
| 0.8664021164 | 8 | 0.1% |
| 1.913857693 | 7 | 0.1% |
| 0.5918761205 | 6 | 0.1% |
| 0.5913720668 | 6 | 0.1% |
| 1.232000793 | 4 | < 0.1% |
| Other values (236) | 243 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 8159 | |
| 0.01948107861 | 1 | < 0.1% |
| 0.1547547675 | 1 | < 0.1% |
| 0.3339637322 | 1 | < 0.1% |
| 0.3477199129 | 11 | 0.1% |
| 0.3597629475 | 1 | < 0.1% |
| 0.3605595719 | 1 | < 0.1% |
| 0.3648879521 | 1 | < 0.1% |
| 0.3683336633 | 1 | < 0.1% |
| 0.3732809167 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2 | 24 | |
| 1.995409743 | 1 | < 0.1% |
| 1.954317135 | 1 | < 0.1% |
| 1.926207994 | 1 | < 0.1% |
| 1.913857693 | 7 | 0.1% |
| 1.907658826 | 1 | < 0.1% |
| 1.889235312 | 1 | < 0.1% |
| 1.883056598 | 1 | < 0.1% |
| 1.808051176 | 1 | < 0.1% |
| 1.803715955 | 1 | < 0.1% |
| Distinct | 8637 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.5600075 |
| Minimum | 19.70397975 |
|---|---|
| Maximum | 22.7901175 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 19.70397975 |
|---|---|
| 5-th percentile | 20.43379633 |
| Q1 | 21.16040993 |
| median | 21.61927514 |
| Q3 | 22.02342568 |
| 95-th percentile | 22.41168474 |
| Maximum | 22.7901175 |
| Range | 3.086137749 |
| Interquartile range (IQR) | 0.863015748 |
Descriptive statistics
| Standard deviation | 0.5988553869 |
|---|---|
| Coefficient of variation (CV) | 0.02777621422 |
| Kurtosis | -0.1587959892 |
| Mean | 21.5600075 |
| Median Absolute Deviation (MAD) | 0.4291345925 |
| Skewness | -0.5205032813 |
| Sum | 186278.4648 |
| Variance | 0.3586277745 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.29121148 | 2 | < 0.1% |
| 22.28226873 | 2 | < 0.1% |
| 20.60929139 | 2 | < 0.1% |
| 20.44301568 | 1 | < 0.1% |
| 21.5409591 | 1 | < 0.1% |
| 21.60229522 | 1 | < 0.1% |
| 21.5875173 | 1 | < 0.1% |
| 21.55755371 | 1 | < 0.1% |
| 21.54194386 | 1 | < 0.1% |
| 21.52025979 | 1 | < 0.1% |
| Other values (8627) | 8627 |
| Value | Count | Frequency (%) |
| 19.70397975 | 1 | |
| 19.70718192 | 1 | |
| 19.71180691 | 1 | |
| 19.71547964 | 1 | |
| 19.71758865 | 1 | |
| 19.72021204 | 1 | |
| 19.72231831 | 1 | |
| 19.72905829 | 1 | |
| 19.73447585 | 1 | |
| 19.73583583 | 1 |
| Value | Count | Frequency (%) |
| 22.7901175 | 1 | |
| 22.78558894 | 1 | |
| 22.77578332 | 1 | |
| 22.76782452 | 1 | |
| 22.76635313 | 1 | |
| 22.76367955 | 1 | |
| 22.7618009 | 1 | |
| 22.75971543 | 1 | |
| 22.75723109 | 1 | |
| 22.75651614 | 1 |
T_room_air_over_slab
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 8627 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.55716276 |
| Minimum | 17.02869397 |
|---|---|
| Maximum | 23.72434048 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 17.02869397 |
|---|---|
| 5-th percentile | 18.44513436 |
| Q1 | 19.80015986 |
| median | 20.57417391 |
| Q3 | 21.34816608 |
| 95-th percentile | 22.55153595 |
| Maximum | 23.72434048 |
| Range | 6.695646506 |
| Interquartile range (IQR) | 1.548006225 |
Descriptive statistics
| Standard deviation | 1.203596393 |
|---|---|
| Coefficient of variation (CV) | 0.0585487602 |
| Kurtosis | 0.01306893485 |
| Mean | 20.55716276 |
| Median Absolute Deviation (MAD) | 0.7740304497 |
| Skewness | -0.1875604847 |
| Sum | 177613.8863 |
| Variance | 1.448644277 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.1188979 | 2 | < 0.1% |
| 17.79593485 | 2 | < 0.1% |
| 19.37701013 | 2 | < 0.1% |
| 19.63504431 | 2 | < 0.1% |
| 19.75135982 | 2 | < 0.1% |
| 17.13555139 | 2 | < 0.1% |
| 20.50291999 | 2 | < 0.1% |
| 18.67230534 | 2 | < 0.1% |
| 21.02096256 | 2 | < 0.1% |
| 19.05126061 | 2 | < 0.1% |
| Other values (8617) | 8620 |
| Value | Count | Frequency (%) |
| 17.02869397 | 1 | |
| 17.04986018 | 1 | |
| 17.05047261 | 1 | |
| 17.05192454 | 1 | |
| 17.05580289 | 1 | |
| 17.08404987 | 1 | |
| 17.09343558 | 1 | |
| 17.09518925 | 1 | |
| 17.10473775 | 1 | |
| 17.12702332 | 1 |
| Value | Count | Frequency (%) |
| 23.72434048 | 1 | |
| 23.70107695 | 1 | |
| 23.68735576 | 1 | |
| 23.67404135 | 1 | |
| 23.62349594 | 1 | |
| 23.61592542 | 1 | |
| 23.60605787 | 1 | |
| 23.59927551 | 1 | |
| 23.59803199 | 1 | |
| 23.58422738 | 1 |
T_room_air_no_slab
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 8640 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.98017843 |
| Minimum | 17.82007547 |
|---|---|
| Maximum | 22.96202283 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 17.82007547 |
|---|---|
| 5-th percentile | 19.16644081 |
| Q1 | 20.38126695 |
| median | 21.09731531 |
| Q3 | 21.72285813 |
| 95-th percentile | 22.3263839 |
| Maximum | 22.96202283 |
| Range | 5.141947359 |
| Interquartile range (IQR) | 1.341591185 |
Descriptive statistics
| Standard deviation | 0.9658488432 |
|---|---|
| Coefficient of variation (CV) | 0.04603625495 |
| Kurtosis | 0.2486110596 |
| Mean | 20.98017843 |
| Median Absolute Deviation (MAD) | 0.658812973 |
| Skewness | -0.6830356249 |
| Sum | 181268.7416 |
| Variance | 0.932863988 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18.68692597 | 1 | < 0.1% |
| 21.49493274 | 1 | < 0.1% |
| 21.09628335 | 1 | < 0.1% |
| 21.11841151 | 1 | < 0.1% |
| 21.14586106 | 1 | < 0.1% |
| 21.18867661 | 1 | < 0.1% |
| 21.21253734 | 1 | < 0.1% |
| 21.27648111 | 1 | < 0.1% |
| 21.30819694 | 1 | < 0.1% |
| 21.33229217 | 1 | < 0.1% |
| Other values (8630) | 8630 |
| Value | Count | Frequency (%) |
| 17.82007547 | 1 | |
| 17.83286851 | 1 | |
| 17.83631911 | 1 | |
| 17.85265971 | 1 | |
| 17.86051742 | 1 | |
| 17.87575253 | 1 | |
| 17.87809334 | 1 | |
| 17.89813664 | 1 | |
| 17.89830176 | 1 | |
| 17.91181372 | 1 |
| Value | Count | Frequency (%) |
| 22.96202283 | 1 | |
| 22.93119185 | 1 | |
| 22.93077025 | 1 | |
| 22.89772886 | 1 | |
| 22.88853033 | 1 | |
| 22.87699356 | 1 | |
| 22.86117556 | 1 | |
| 22.85522292 | 1 | |
| 22.8548853 | 1 | |
| 22.8528168 | 1 |
| Distinct | 4151 |
|---|---|
| Distinct (%) | 48.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.51416736 |
| Minimum | 0 |
|---|---|
| Maximum | 44.12 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.3944 |
| Q1 | 12.92 |
| median | 20.64 |
| Q3 | 27.108 |
| 95-th percentile | 33.682 |
| Maximum | 44.12 |
| Range | 44.12 |
| Interquartile range (IQR) | 14.188 |
Descriptive statistics
| Standard deviation | 8.088408734 |
|---|---|
| Coefficient of variation (CV) | 0.3942840375 |
| Kurtosis | -1.094266713 |
| Mean | 20.51416736 |
| Median Absolute Deviation (MAD) | 7.2 |
| Skewness | 0.1980589595 |
| Sum | 177242.406 |
| Variance | 65.42235585 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 56 | 0.6% |
| 12 | 37 | 0.4% |
| 10 | 33 | 0.4% |
| 10.4 | 33 | 0.4% |
| 13.6 | 30 | 0.3% |
| 9.6 | 30 | 0.3% |
| 13.2 | 26 | 0.3% |
| 14.4 | 23 | 0.3% |
| 11.6 | 23 | 0.3% |
| 12.4 | 22 | 0.3% |
| Other values (4141) | 8327 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 3.12 | 1 | < 0.1% |
| 4.56 | 1 | < 0.1% |
| 6.04 | 1 | < 0.1% |
| 6.12 | 1 | < 0.1% |
| 6.16 | 1 | < 0.1% |
| 6.28 | 1 | < 0.1% |
| 6.4 | 1 | < 0.1% |
| 6.56 | 1 | < 0.1% |
| 6.56 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 44.12 | 1 | |
| 42.84 | 1 | |
| 41.04 | 1 | |
| 40.92 | 1 | |
| 40.36 | 1 | |
| 40.16 | 1 | |
| 40.1 | 1 | |
| 40.08 | 1 | |
| 40 | 1 | |
| 39.976 | 1 |
| Distinct | 2386 |
|---|---|
| Distinct (%) | 27.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.01192593 |
| Minimum | 0 |
|---|---|
| Maximum | 96.04 |
| Zeros | 5421 |
| Zeros (%) | 62.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 7.44 |
| 95-th percentile | 67.722 |
| Maximum | 96.04 |
| Range | 96.04 |
| Interquartile range (IQR) | 7.44 |
Descriptive statistics
| Standard deviation | 21.23573538 |
|---|---|
| Coefficient of variation (CV) | 2.121043996 |
| Kurtosis | 5.207195324 |
| Mean | 10.01192593 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.453382872 |
| Sum | 86503.04 |
| Variance | 450.956457 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5421 | |
| 0.08 | 15 | 0.2% |
| 0.04 | 13 | 0.2% |
| 1 | 10 | 0.1% |
| 0.16 | 10 | 0.1% |
| 0.04 | 10 | 0.1% |
| 2.52 | 9 | 0.1% |
| 0.12 | 8 | 0.1% |
| 0.4 | 8 | 0.1% |
| 0.12 | 8 | 0.1% |
| Other values (2376) | 3128 |
| Value | Count | Frequency (%) |
| 0 | 5421 | |
| 0.004 | 1 | < 0.1% |
| 0.008 | 2 | < 0.1% |
| 0.012 | 1 | < 0.1% |
| 0.016 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.0213444 | 1 | < 0.1% |
| 0.024 | 1 | < 0.1% |
| 0.0384 | 1 | < 0.1% |
| 0.039278 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 96.04 | 1 | |
| 95.32 | 1 | |
| 94.76 | 1 | |
| 94.6 | 1 | |
| 94.4 | 1 | |
| 93.92 | 1 | |
| 93.64 | 2 | |
| 93.4 | 1 | |
| 93.28 | 1 | |
| 93.24 | 1 |
| Distinct | 8593 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.91409666 |
| Minimum | 0 |
|---|---|
| Maximum | 35.74111152 |
| Zeros | 38 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.637140476 |
| Q1 | 9.009799791 |
| median | 12.32595261 |
| Q3 | 16.438703 |
| 95-th percentile | 22.0944607 |
| Maximum | 35.74111152 |
| Range | 35.74111152 |
| Interquartile range (IQR) | 7.42890321 |
Descriptive statistics
| Standard deviation | 5.205979674 |
|---|---|
| Coefficient of variation (CV) | 0.4031237964 |
| Kurtosis | -0.07656810137 |
| Mean | 12.91409666 |
| Median Absolute Deviation (MAD) | 3.619258778 |
| Skewness | 0.3922378036 |
| Sum | 111577.7952 |
| Variance | 27.10222436 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38 | 0.4% |
| 14.44 | 3 | < 0.1% |
| 10.36 | 2 | < 0.1% |
| 9.96 | 2 | < 0.1% |
| 15 | 2 | < 0.1% |
| 9.48 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| 14.44 | 2 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11.2 | 2 | < 0.1% |
| Other values (8583) | 8583 |
| Value | Count | Frequency (%) |
| 0 | 38 | |
| 0.03573958954 | 1 | < 0.1% |
| 0.05043293021 | 1 | < 0.1% |
| 0.1020577319 | 1 | < 0.1% |
| 0.1163347214 | 1 | < 0.1% |
| 0.1787384687 | 1 | < 0.1% |
| 0.1837499397 | 1 | < 0.1% |
| 0.1899315419 | 1 | < 0.1% |
| 0.2771238233 | 1 | < 0.1% |
| 0.3217731657 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35.74111152 | 1 | |
| 34.31015024 | 1 | |
| 32.77146163 | 1 | |
| 31.51187118 | 1 | |
| 31.29476706 | 1 | |
| 31.17490633 | 1 | |
| 31.09321006 | 1 | |
| 31 | 1 | |
| 30.95623253 | 1 | |
| 30.86903954 | 1 |
Q_slab_heating
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7833 |
|---|---|
| Distinct (%) | 90.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8010.817787 |
| Minimum | 0 |
|---|---|
| Maximum | 27271.39662 |
| Zeros | 706 |
| Zeros (%) | 8.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 994.3992433 |
| median | 4929.266177 |
| Q3 | 15253.90581 |
| 95-th percentile | 21561.39391 |
| Maximum | 27271.39662 |
| Range | 27271.39662 |
| Interquartile range (IQR) | 14259.50657 |
Descriptive statistics
| Standard deviation | 7671.752628 |
|---|---|
| Coefficient of variation (CV) | 0.9576740892 |
| Kurtosis | -1.127216146 |
| Mean | 8010.817787 |
| Median Absolute Deviation (MAD) | 4642.79028 |
| Skewness | 0.5816650772 |
| Sum | 69213465.68 |
| Variance | 58855788.38 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 706 | 8.2% |
| 889.2955578 | 10 | 0.1% |
| 7603.85349 | 6 | 0.1% |
| 7529.215498 | 4 | < 0.1% |
| 735.9626061 | 3 | < 0.1% |
| 812.5994467 | 3 | < 0.1% |
| 904.6466342 | 3 | < 0.1% |
| 7380.227692 | 3 | < 0.1% |
| 873.9444815 | 3 | < 0.1% |
| 7603.85349 | 3 | < 0.1% |
| Other values (7823) | 7896 |
| Value | Count | Frequency (%) |
| 0 | 706 | |
| 2.255319989 | 1 | < 0.1% |
| 3.340514143 | 1 | < 0.1% |
| 3.833898282 | 1 | < 0.1% |
| 4.638579567 | 1 | < 0.1% |
| 5.680916111 | 1 | < 0.1% |
| 7.184164096 | 1 | < 0.1% |
| 8.600521467 | 1 | < 0.1% |
| 9.084338189 | 1 | < 0.1% |
| 9.201114782 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 27271.39662 | 1 | |
| 26557.00441 | 1 | |
| 26533.08567 | 1 | |
| 26473.72109 | 1 | |
| 26403.40576 | 1 | |
| 26181.79721 | 1 | |
| 26114.65183 | 1 | |
| 26090.44492 | 1 | |
| 26014.07786 | 1 | |
| 25989.58276 | 1 |
| Distinct | 7913 |
|---|---|
| Distinct (%) | 91.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.012485022 |
| Minimum | 0 |
|---|---|
| Maximum | 27.27139662 |
| Zeros | 615 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.9964538381 |
| median | 4.929266177 |
| Q3 | 15.25390581 |
| 95-th percentile | 21.56139391 |
| Maximum | 27.27139662 |
| Range | 27.27139662 |
| Interquartile range (IQR) | 14.25745198 |
Descriptive statistics
| Standard deviation | 7.670426355 |
|---|---|
| Coefficient of variation (CV) | 0.957309291 |
| Kurtosis | -1.126930477 |
| Mean | 8.012485022 |
| Median Absolute Deviation (MAD) | 4.64279028 |
| Skewness | 0.5817496877 |
| Sum | 69227.87059 |
| Variance | 58.83544047 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 615 | 7.1% |
| 0.8892955578 | 10 | 0.1% |
| 7.60385349 | 6 | 0.1% |
| 7.380227692 | 6 | 0.1% |
| 7.529215498 | 4 | < 0.1% |
| 0.8125994467 | 3 | < 0.1% |
| 0.8739444815 | 3 | < 0.1% |
| 0.8586526757 | 3 | < 0.1% |
| 0.9506405926 | 3 | < 0.1% |
| 0.9046466342 | 3 | < 0.1% |
| Other values (7903) | 7984 |
| Value | Count | Frequency (%) |
| 0 | 615 | |
| 5.531297415 × 10-8 | 1 | < 0.1% |
| 8.967896467 × 10-7 | 1 | < 0.1% |
| 1.016192557 × 10-5 | 1 | < 0.1% |
| 1.280601479 × 10-5 | 1 | < 0.1% |
| 2.972431962 × 10-5 | 1 | < 0.1% |
| 9.578809636 × 10-5 | 1 | < 0.1% |
| 0.0001364110951 | 1 | < 0.1% |
| 0.0002120690214 | 1 | < 0.1% |
| 0.0002435661179 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 27.27139662 | 1 | |
| 26.55700441 | 1 | |
| 26.53308567 | 1 | |
| 26.47372109 | 1 | |
| 26.40340576 | 1 | |
| 26.18179721 | 1 | |
| 26.11465183 | 1 | |
| 26.09044492 | 1 | |
| 26.01407786 | 1 | |
| 25.98958276 | 1 |
Q_rest_heating
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 8482 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.13476458 |
| Minimum | 0 |
|---|---|
| Maximum | 84.64606885 |
| Zeros | 152 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.511896849 |
| Q1 | 5.962537988 |
| median | 13.12507756 |
| Q3 | 34.03316628 |
| 95-th percentile | 64.26647014 |
| Maximum | 84.64606885 |
| Range | 84.64606885 |
| Interquartile range (IQR) | 28.07062829 |
Descriptive statistics
| Standard deviation | 20.31718396 |
|---|---|
| Coefficient of variation (CV) | 0.9178857033 |
| Kurtosis | -0.1289944646 |
| Mean | 22.13476458 |
| Median Absolute Deviation (MAD) | 9.885208827 |
| Skewness | 0.9796131868 |
| Sum | 191244.366 |
| Variance | 412.7879639 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 152 | 1.8% |
| 28.80220992 | 3 | < 0.1% |
| 30.68685942 | 2 | < 0.1% |
| 30.67200357 | 2 | < 0.1% |
| 29.36177989 | 2 | < 0.1% |
| 29.77279286 | 2 | < 0.1% |
| 7.437014554 | 2 | < 0.1% |
| 30.42181414 | 1 | < 0.1% |
| 10.00135312 | 1 | < 0.1% |
| 12.12463586 | 1 | < 0.1% |
| Other values (8472) | 8472 |
| Value | Count | Frequency (%) |
| 0 | 152 | |
| 0.03038224556 | 1 | < 0.1% |
| 0.05401078064 | 1 | < 0.1% |
| 0.07496418437 | 1 | < 0.1% |
| 0.07817196988 | 1 | < 0.1% |
| 0.0951338609 | 1 | < 0.1% |
| 0.0982392426 | 1 | < 0.1% |
| 0.1260129655 | 1 | < 0.1% |
| 0.1270068912 | 1 | < 0.1% |
| 0.1575698799 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 84.64606885 | 1 | |
| 84.37572886 | 1 | |
| 84.11562746 | 1 | |
| 83.89863346 | 1 | |
| 82.64317037 | 1 | |
| 82.06558488 | 1 | |
| 81.79307023 | 1 | |
| 81.71964856 | 1 | |
| 81.19418991 | 1 | |
| 80.95321823 | 1 |
| Distinct | 8501 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.13285357 |
| Minimum | -0.05862400624 |
|---|---|
| Maximum | 84.64606885 |
| Zeros | 133 |
| Zeros (%) | 1.5% |
| Negative | 19 |
| Negative (%) | 0.2% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | -0.05862400624 |
|---|---|
| 5-th percentile | 1.511896849 |
| Q1 | 5.962537988 |
| median | 13.12507756 |
| Q3 | 34.03316628 |
| 95-th percentile | 64.26647014 |
| Maximum | 84.64606885 |
| Range | 84.70469286 |
| Interquartile range (IQR) | 28.07062829 |
Descriptive statistics
| Standard deviation | 20.31786949 |
|---|---|
| Coefficient of variation (CV) | 0.9179959299 |
| Kurtosis | -0.1289662145 |
| Mean | 22.13285357 |
| Median Absolute Deviation (MAD) | 9.885208827 |
| Skewness | 0.979700739 |
| Sum | 191227.8548 |
| Variance | 412.8158208 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 133 | 1.5% |
| 28.80220992 | 3 | < 0.1% |
| 7.437014554 | 2 | < 0.1% |
| 29.36177989 | 2 | < 0.1% |
| 30.67200357 | 2 | < 0.1% |
| 29.77279286 | 2 | < 0.1% |
| 30.68685942 | 2 | < 0.1% |
| 13.70069171 | 1 | < 0.1% |
| 8.71129005 | 1 | < 0.1% |
| 9.734124355 | 1 | < 0.1% |
| Other values (8491) | 8491 |
| Value | Count | Frequency (%) |
| -0.05862400624 | 1 | |
| -0.05854184523 | 1 | |
| -0.05692375061 | 1 | |
| -0.05572299275 | 1 | |
| -0.05237095832 | 1 | |
| -0.05156911444 | 1 | |
| -0.05128468741 | 1 | |
| -0.04964230757 | 1 | |
| -0.04856893076 | 1 | |
| -0.04835597123 | 1 |
| Value | Count | Frequency (%) |
| 84.64606885 | 1 | |
| 84.37572886 | 1 | |
| 84.11562746 | 1 | |
| 83.89863346 | 1 | |
| 82.64317037 | 1 | |
| 82.06558488 | 1 | |
| 81.79307023 | 1 | |
| 81.71964856 | 1 | |
| 81.19418991 | 1 | |
| 80.95321823 | 1 |
| Distinct | 2547 |
|---|---|
| Distinct (%) | 29.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1008759452 |
| Minimum | 0 |
|---|---|
| Maximum | 1.045 |
| Zeros | 6088 |
| Zeros (%) | 70.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0005857175 |
| 95-th percentile | 0.800056 |
| Maximum | 1.045 |
| Range | 1.045 |
| Interquartile range (IQR) | 0.0005857175 |
Descriptive statistics
| Standard deviation | 0.2470973989 |
|---|---|
| Coefficient of variation (CV) | 2.449517557 |
| Kurtosis | 4.324431374 |
| Mean | 0.1008759452 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.397710371 |
| Sum | 871.5681667 |
| Variance | 0.06105712452 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6088 | |
| 0.7863966667 | 2 | < 0.1% |
| 0.6389966667 | 2 | < 0.1% |
| 0.73728 | 2 | < 0.1% |
| 0.8433733333 | 2 | < 0.1% |
| 0.79893 | 2 | < 0.1% |
| 0.05139533333 | 2 | < 0.1% |
| 0.0332054 | 1 | < 0.1% |
| 0.0140602 | 1 | < 0.1% |
| 0.02699433333 | 1 | < 0.1% |
| Other values (2537) | 2537 |
| Value | Count | Frequency (%) |
| 0 | 6088 | |
| 4.211 × 10-8 | 1 | < 0.1% |
| 1.05 × 10-7 | 1 | < 0.1% |
| 1.782566667 × 10-7 | 1 | < 0.1% |
| 5.867666667 × 10-7 | 1 | < 0.1% |
| 6.811333333 × 10-7 | 1 | < 0.1% |
| 9.325333333 × 10-7 | 1 | < 0.1% |
| 9.64 × 10-7 | 1 | < 0.1% |
| 1.121066667 × 10-6 | 1 | < 0.1% |
| 1.225933333 × 10-6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.045 | 1 | |
| 1.044266667 | 1 | |
| 1.042966667 | 1 | |
| 1.042766667 | 1 | |
| 1.041833333 | 1 | |
| 1.0404 | 1 | |
| 1.0356 | 1 | |
| 1.0328 | 1 | |
| 1.030833333 | 1 | |
| 1.030333333 | 1 |
| Distinct | 3854 |
|---|---|
| Distinct (%) | 44.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1071679716 |
| Minimum | 0 |
|---|---|
| Maximum | 0.9227166667 |
| Zeros | 4770 |
| Zeros (%) | 55.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.1520933333 |
| 95-th percentile | 0.5306965 |
| Maximum | 0.9227166667 |
| Range | 0.9227166667 |
| Interquartile range (IQR) | 0.1520933333 |
Descriptive statistics
| Standard deviation | 0.1844387649 |
|---|---|
| Coefficient of variation (CV) | 1.721025062 |
| Kurtosis | 3.225977156 |
| Mean | 0.1071679716 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.951289882 |
| Sum | 925.9312743 |
| Variance | 0.03401765798 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4770 | |
| 0.1168233333 | 2 | < 0.1% |
| 0.1913 | 2 | < 0.1% |
| 0.1242366667 | 2 | < 0.1% |
| 0.1500766667 | 2 | < 0.1% |
| 0.11501 | 2 | < 0.1% |
| 0.1833966667 | 2 | < 0.1% |
| 0.41253 | 2 | < 0.1% |
| 0.14815 | 2 | < 0.1% |
| 0.2816933333 | 2 | < 0.1% |
| Other values (3844) | 3852 |
| Value | Count | Frequency (%) |
| 0 | 4770 | |
| 8.999 × 10-7 | 1 | < 0.1% |
| 6.184666667 × 10-6 | 1 | < 0.1% |
| 1.217066667 × 10-5 | 1 | < 0.1% |
| 1.264466667 × 10-5 | 1 | < 0.1% |
| 2.475833333 × 10-5 | 1 | < 0.1% |
| 3.1892 × 10-5 | 1 | < 0.1% |
| 3.2459 × 10-5 | 1 | < 0.1% |
| 4.068 × 10-5 | 1 | < 0.1% |
| 4.508333333 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.9227166667 | 1 | |
| 0.9026366667 | 1 | |
| 0.8649166667 | 1 | |
| 0.85812 | 1 | |
| 0.8571 | 1 | |
| 0.85681 | 1 | |
| 0.85379 | 1 | |
| 0.8522666667 | 1 | |
| 0.85117 | 1 | |
| 0.85107 | 1 |
| Distinct | 3852 |
|---|---|
| Distinct (%) | 44.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06104391618 |
| Minimum | 0 |
|---|---|
| Maximum | 0.5732333333 |
| Zeros | 4767 |
| Zeros (%) | 55.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.08988091667 |
| 95-th percentile | 0.2957441667 |
| Maximum | 0.5732333333 |
| Range | 0.5732333333 |
| Interquartile range (IQR) | 0.08988091667 |
Descriptive statistics
| Standard deviation | 0.1027235492 |
|---|---|
| Coefficient of variation (CV) | 1.682781113 |
| Kurtosis | 3.757989784 |
| Mean | 0.06104391618 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.006705506 |
| Sum | 527.4194358 |
| Variance | 0.01055212756 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4767 | |
| 0.1040933333 | 2 | < 0.1% |
| 0.1089 | 2 | < 0.1% |
| 0.1614866667 | 2 | < 0.1% |
| 0.2476333333 | 2 | < 0.1% |
| 0.029768 | 2 | < 0.1% |
| 0.2771333333 | 2 | < 0.1% |
| 0.09261333333 | 2 | < 0.1% |
| 0.1329233333 | 2 | < 0.1% |
| 0.25523 | 2 | < 0.1% |
| Other values (3842) | 3855 |
| Value | Count | Frequency (%) |
| 0 | 4767 | |
| 6.49 × 10-6 | 1 | < 0.1% |
| 8.255666667 × 10-6 | 1 | < 0.1% |
| 8.333333333 × 10-6 | 1 | < 0.1% |
| 1.031033333 × 10-5 | 1 | < 0.1% |
| 1.057033333 × 10-5 | 1 | < 0.1% |
| 1.6926 × 10-5 | 1 | < 0.1% |
| 2.0794 × 10-5 | 1 | < 0.1% |
| 2.3233 × 10-5 | 1 | < 0.1% |
| 2.330966667 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.5732333333 | 1 | |
| 0.5709433333 | 1 | |
| 0.5681066667 | 1 | |
| 0.5597233333 | 1 | |
| 0.55764 | 1 | |
| 0.55705 | 1 | |
| 0.5556566667 | 1 | |
| 0.5521266667 | 1 | |
| 0.5514333333 | 1 | |
| 0.5501866667 | 1 |
solar_projected_PV
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 3900 |
|---|---|
| Distinct (%) | 45.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1273272138 |
| Minimum | 0 |
|---|---|
| Maximum | 1.104403775 |
| Zeros | 4739 |
| Zeros (%) | 54.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.1499829514 |
| 95-th percentile | 0.7337408507 |
| Maximum | 1.104403775 |
| Range | 1.104403775 |
| Interquartile range (IQR) | 0.1499829514 |
Descriptive statistics
| Standard deviation | 0.2346426623 |
|---|---|
| Coefficient of variation (CV) | 1.842831985 |
| Kurtosis | 3.758777846 |
| Mean | 0.1273272138 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.129725087 |
| Sum | 1100.107128 |
| Variance | 0.05505717896 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4739 | |
| 0.1594670243 | 2 | < 0.1% |
| 0.2385860027 | 2 | < 0.1% |
| 0.1848309886 | 1 | < 0.1% |
| 0.6541078718 | 1 | < 0.1% |
| 0.5092213185 | 1 | < 0.1% |
| 0.4561646651 | 1 | < 0.1% |
| 0.4582032106 | 1 | < 0.1% |
| 0.5182106665 | 1 | < 0.1% |
| 0.4096748634 | 1 | < 0.1% |
| Other values (3890) | 3890 |
| Value | Count | Frequency (%) |
| 0 | 4739 | |
| 2.341195842 × 10-7 | 1 | < 0.1% |
| 4.400890866 × 10-7 | 1 | < 0.1% |
| 1.127449326 × 10-6 | 1 | < 0.1% |
| 1.792654775 × 10-6 | 1 | < 0.1% |
| 3.890610845 × 10-6 | 1 | < 0.1% |
| 4.00220563 × 10-6 | 1 | < 0.1% |
| 4.982308728 × 10-6 | 1 | < 0.1% |
| 5.83657223 × 10-6 | 1 | < 0.1% |
| 6.164051907 × 10-6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.104403775 | 1 | |
| 1.104340799 | 1 | |
| 1.102057043 | 1 | |
| 1.095068919 | 1 | |
| 1.093153767 | 1 | |
| 1.079070958 | 1 | |
| 1.076960951 | 1 | |
| 1.066644705 | 1 | |
| 1.065693997 | 1 | |
| 1.063683249 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Datetime | T_ext | T_int | BIPVT_outletT | BIPVT_dT | BIPVT_heat | geo_heat | heating_total | cooling_total | window_state | heating_slab_ratio | cooling_slab_ratio | T_slab | T_room_air_over_slab | T_room_air_no_slab | cons | prod | cons_noHVAC | Q_slab_heating | Q_slab | Q_rest_heating | Q_rest | DNI | GHI | DHI | solar_projected_PV | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2018-01-01 00:00:00 | -21.8566 | 18.4578 | -18.6184 | 3.2382 | 0.0 | -54.118034 | 38.025668 | 0.0 | 0.335996 | 0.199966 | 0.0 | 20.443016 | 17.975386 | 18.686926 | 11.24672 | 0.0 | 1.740303 | 7603.853490 | 7.603853 | 30.421814 | 30.421814 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | 2018-01-01 00:15:00 | -21.8434 | 18.4086 | -18.6614 | 3.1820 | 0.0 | -50.619191 | 26.322083 | 0.0 | 0.336057 | 0.282259 | 0.0 | 20.434757 | 17.961481 | 18.620962 | 13.07532 | 0.0 | 6.494799 | 7429.656592 | 7.429657 | 18.892426 | 18.892426 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | 2018-01-01 00:30:00 | -21.9561 | 18.3142 | -18.6459 | 3.3102 | 0.0 | -9.066210 | 13.017722 | 0.0 | 0.336118 | 0.293446 | 0.0 | 20.434164 | 17.880219 | 18.520322 | 16.32664 | 0.0 | 13.072209 | 3819.993391 | 3.819993 | 9.197729 | 9.197729 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | 2018-01-01 00:45:00 | -22.0408 | 18.2528 | -18.7473 | 3.2935 | 0.0 | -37.896533 | 10.618306 | 0.0 | 0.336180 | 0.281554 | 0.0 | 20.417717 | 17.824578 | 18.456187 | 15.91600 | 0.0 | 13.261424 | 2989.624193 | 2.989624 | 7.628682 | 7.628682 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | 2018-01-01 01:00:00 | -22.1299 | 18.1697 | -18.6353 | 3.4946 | 0.0 | -34.623417 | 10.781639 | 0.0 | 0.336241 | 0.268706 | 0.0 | 20.397102 | 17.783593 | 18.353084 | 17.24240 | 0.0 | 14.546990 | 2897.089583 | 2.897090 | 7.884549 | 7.884549 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5 | 2018-01-01 01:15:00 | -22.1225 | 18.0864 | -19.1773 | 2.9452 | 0.0 | -35.403299 | 11.025475 | 0.0 | 0.336303 | 0.266937 | 0.0 | 20.384418 | 17.709359 | 18.265479 | 14.63920 | 0.0 | 11.882831 | 2943.104045 | 2.943104 | 8.082371 | 8.082371 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6 | 2018-01-01 01:30:00 | -22.2003 | 18.0797 | -19.1343 | 3.0660 | 0.0 | -28.578347 | 23.559017 | 0.0 | 0.336364 | 0.262932 | 0.0 | 20.362845 | 17.707767 | 18.256352 | 12.27200 | 0.0 | 6.382246 | 6194.422251 | 6.194422 | 17.364595 | 17.364595 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7 | 2018-01-01 01:45:00 | -22.2672 | 18.0251 | -19.0668 | 3.2004 | 0.0 | -13.220691 | 7.184239 | 0.0 | 0.336426 | 0.258252 | 0.0 | 20.348134 | 17.665579 | 18.195857 | 15.69360 | 0.0 | 13.897540 | 1855.343489 | 1.855343 | 5.328895 | 5.328895 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8 | 2018-01-01 02:00:00 | -22.3025 | 17.9713 | -19.1773 | 3.1252 | 0.0 | -36.995173 | 10.836623 | 0.0 | 0.336487 | 0.251651 | 0.0 | 20.329767 | 17.634349 | 18.131337 | 16.06400 | 0.0 | 13.354844 | 2727.047269 | 2.727047 | 8.109576 | 8.109576 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9 | 2018-01-01 02:15:00 | -22.3690 | 17.9164 | -19.2633 | 3.1057 | 0.0 | -35.272699 | 11.954277 | 0.0 | 0.336549 | 0.260536 | 0.0 | 20.309320 | 17.534860 | 18.097615 | 15.82720 | 0.0 | 12.838631 | 3114.518363 | 3.114518 | 8.839758 | 8.839758 | 0.0 | 0.0 | 0.0 | 0.0 |
Last rows
| Datetime | T_ext | T_int | BIPVT_outletT | BIPVT_dT | BIPVT_heat | geo_heat | heating_total | cooling_total | window_state | heating_slab_ratio | cooling_slab_ratio | T_slab | T_room_air_over_slab | T_room_air_no_slab | cons | prod | cons_noHVAC | Q_slab_heating | Q_slab | Q_rest_heating | Q_rest | DNI | GHI | DHI | solar_projected_PV | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8630 | 2018-03-31 21:30:00 | 5.57185 | 21.9522 | 8.85973 | 3.28788 | 0.0 | -14.024221 | 0.000000 | 0.0 | 0.866192 | 0.0 | 0.0 | 22.228897 | 21.855084 | 21.998326 | 15.64 | 0.0 | 15.640000 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8631 | 2018-03-31 21:45:00 | 6.18041 | 21.9360 | 9.17610 | 2.99569 | 0.0 | -13.174282 | 0.000000 | 0.0 | 0.866253 | 0.0 | 0.0 | 22.219188 | 21.836291 | 21.983357 | 12.48 | 0.0 | 12.480000 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8632 | 2018-03-31 22:00:00 | 6.48360 | 21.8800 | 9.68490 | 3.20130 | 0.0 | 5.067400 | 0.000000 | 0.0 | 0.866314 | 0.0 | 0.0 | 22.208498 | 21.738639 | 21.947140 | 10.24 | 0.0 | 10.240000 | 0.0 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8633 | 2018-03-31 22:15:00 | 6.69617 | 21.8595 | 9.17610 | 2.47993 | 0.0 | 4.901712 | 2.459526 | 0.0 | 0.866376 | 0.0 | 0.0 | 22.200248 | 21.706813 | 21.932020 | 10.32 | 0.0 | 9.705119 | 0.0 | 0.0 | 2.459526 | 2.459526 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8634 | 2018-03-31 22:30:00 | 6.80660 | 21.8548 | 9.18790 | 2.38130 | 0.0 | 4.287168 | 2.336177 | 0.0 | 0.866437 | 0.0 | 0.0 | 22.191132 | 21.704846 | 21.926022 | 10.28 | 0.0 | 9.695956 | 0.0 | 0.0 | 2.336177 | 2.336177 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8635 | 2018-03-31 22:45:00 | 6.78019 | 21.8058 | 9.10340 | 2.32321 | 0.0 | 5.068725 | 3.366733 | 0.0 | 0.866499 | 0.0 | 0.0 | 22.181386 | 21.669384 | 21.870592 | 10.40 | 0.0 | 9.558317 | 0.0 | 0.0 | 3.366733 | 3.366733 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8636 | 2018-03-31 23:00:00 | 6.62428 | 21.7633 | 9.34570 | 2.72142 | 0.0 | 4.669325 | 3.788873 | 0.0 | 0.866560 | 0.0 | 0.0 | 22.156396 | 21.614539 | 21.833955 | 11.00 | 0.0 | 10.052782 | 0.0 | 0.0 | 3.788873 | 3.788873 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8637 | 2018-03-31 23:15:00 | 6.42016 | 21.7559 | 8.75923 | 2.33907 | 0.0 | 5.040213 | 4.080173 | 0.0 | 0.866622 | 0.0 | 0.0 | 22.134998 | 21.599887 | 21.829999 | 10.16 | 0.0 | 9.139957 | 0.0 | 0.0 | 4.080173 | 4.080173 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8638 | 2018-03-31 23:30:00 | 6.10492 | 21.7272 | 9.10340 | 2.99848 | 0.0 | 4.652008 | 4.264402 | 0.0 | 0.866683 | 0.0 | 0.0 | 22.112682 | 21.554940 | 21.809016 | 10.16 | 0.0 | 9.093900 | 0.0 | 0.0 | 4.264402 | 4.264402 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8639 | 2018-03-31 23:45:00 | 6.02783 | 21.7182 | 8.70899 | 2.68116 | 0.0 | 4.611867 | 4.346643 | 0.0 | 0.866744 | 0.0 | 0.0 | 22.100586 | 21.548938 | 21.798592 | 10.36 | 0.0 | 9.273339 | 0.0 | 0.0 | 4.346643 | 4.346643 | 0.0 | 0.0 | 0.0 | 0.0 |